Update README.md

README.md

@@ -45,15 +45,15 @@ Yes... but multipled by each merge(s), and compression(s): 20 billion times.
 <B>The result:</b>
 
 At Q2K an impressive drop of 533 points in perplexity. (lower is better)
-(VS: Q2K orginal base model: PPL = 9.8077 +/- 0.06821 )
+(VS: Q2K original base model: PPL = 9.8077 +/- 0.06821 )
 
 At Q4KM a whopping drop of 976 points in perplexity.
-(VS: Q4km orginal base model -> PPL = 8.7858 +/- 0.06074)
+(VS: Q4km original base model -> PPL = 8.7858 +/- 0.06074)
 
 At Q6 an awesome drop of 234 points in perplexity. 
-(VS: Q6 orginal base model -> PPL = 8.6070 +/- 0.05907 )
+(VS: Q6 original base model -> PPL = 8.6070 +/- 0.05907 )
 
-To put this in perspective "Q6" now operates ABOVE the orginal full precision version of "Psyonic-Cetacean-20b" 
+To put this in perspective "Q6" now operates ABOVE the original full precision version of "Psyonic-Cetacean-20b" 
 and Q4KM operates at close to Q6 level quality.
 
 This because at "Q6" the quant / compressed model is considered to be accurate within "+0.0008 ppl" of the full, 
@@ -118,8 +118,8 @@ Test results VS org and "ultra" regular quants will be posted when they come in.
 Imatrix Plus repo (with the same floating 32 enhancement at "reg quant plus") that will push the limit even more.
 
 Details of all methods (and pitfalls to avoid) employed to make this high precision remasters will be 
-posted shortly along with comparsions of orginal model and new ultra remaster.
+posted shortly along with comparisions of original model and new ultra remaster.
 
-Thanks again to Jeb Carter, the orginal creator of "Psyonic-Cetacean 20B"
+Thanks again to Jeb Carter, the original creator of "Psyonic-Cetacean 20B"
 
 [ https://huggingface.co/jebcarter/psyonic-cetacean-20B ]